基于指标体系的医院数据分析与考核核算的研究与实现

发布时间：2018-04-30 05:05

本文选题：医院数据分析 + 数据挖掘方法　；参考：《西安电子科技大学》2014年硕士论文

【摘要】：医院数据分析与考核核算体系使医院管理者高效地获取各项医院指标数据并对医院进行科学地管理。医院数据分析与考核核算体系充分利用现有医院信息系统的海量数据,能监控医院的医疗质量,根据历史数据预测医院未来的发展目标。本文基于决策支持系统框架理论,对面向医院的数据分析与决策进行深入研究。本文在认真分析医院数据分析与考核核算需求的基础上,提出基于数据仓库、OLAP技术和数据挖掘技术的医院决策系统的总体框架结构,确定系统各模块的主题域,构建医院数据分析的数据仓库,并研究数据仓库的建模过程,及OLAP技术和数据挖掘方法在本系统中的应用。本文研究了系统开发的技术体系结构,将系统功能划分为五个模块,详细阐述其中业绩考核和成本管理两个模块的设计与实现,并讨论系统开发过程中的关键技术。最后介绍系统在宝鸡某医院的实际应用情况和项目实施过程中遇到的问题。本文所设计的系统已经在医院投入使用并且运行效果良好。系统中的各类统计分析方法便于用户挖掘数据潜在的有用信息,数据统计的可视化展示利于用户理解不同数据间的关联关系。医院数据分析与决策系统建立起以信息管理为核心手段的医院科学决策管理模式。
[Abstract]:Hospital data analysis and examination accounting system enables hospital managers to efficiently obtain hospital index data and scientifically manage hospitals. The hospital data analysis and examination accounting system can make full use of the massive data of the existing hospital information system to monitor the medical quality of the hospital and predict the future development goal of the hospital according to the historical data. Based on the theory of decision support system (DSS), this paper makes a deep research on hospital-oriented data analysis and decision-making. On the basis of analyzing the demand of hospital data analysis and examination accounting, this paper puts forward the overall frame structure of hospital decision system based on data warehouse OLAP technology and data mining technology, and determines the subject domain of each module of the system. The data warehouse of hospital data analysis is constructed, and the modeling process of data warehouse is studied, and the application of OLAP technology and data mining method in this system is also studied. In this paper, the technical architecture of system development is studied, the system function is divided into five modules, the design and implementation of the two modules of performance appraisal and cost management are described in detail, and the key technologies in the process of system development are discussed. Finally, the practical application of the system in a hospital in Baoji and the problems encountered in the implementation of the project are introduced. The system designed in this paper has been put into use in hospital and has a good effect. All kinds of statistical analysis methods in the system are convenient for users to mine potential useful information of data, and visual display of data statistics is helpful for users to understand the relationship between different data. The hospital data analysis and decision-making system has established the hospital scientific decision management mode with the information management as the core means.
【学位授予单位】：西安电子科技大学
【学位级别】：硕士
【学位授予年份】：2014
【分类号】：TP311.13

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